Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 0.149169 0.163205 0.178458 0.196351 0.216872 0.239803 0.267547
2025-05-18 0.124115 0.143076 0.165297 0.193613 0.229254 0.273358 0.333260
2025-05-25 0.105857 0.126282 0.151457 0.185438 0.231201 0.292414 0.383703
2025-06-01 0.094651 0.115938 0.143231 0.181820 0.236795 0.315457 0.443178
2025-06-08 0.087118 0.109093 0.138224 0.181100 0.245320 0.343103 0.515440
2025-06-15 0.081771 0.104408 0.135320 0.182508 0.256566 0.376276 0.605407
2025-06-22 0.074602 0.096503 0.127016 0.174776 0.252227 0.382933 0.649056
2025-06-29 0.069044 0.090369 0.120626 0.169092 0.250135 0.392661 0.701135
2025-07-06 0.064684 0.085597 0.115782 0.165203 0.250328 0.406247 0.765398
2025-07-13 0.062970 0.084505 0.116279 0.169811 0.265711 0.451361 0.918410
2025-07-20 0.061684 0.083921 0.117446 0.175564 0.283934 0.506272 1.122714
2025-07-27 0.060163 0.082850 0.117720 0.179755 0.299789 0.560056 1.355424
2025-08-03 0.058432 0.081410 0.117392 0.183049 0.314882 0.617462 1.645152
2025-08-10 0.055972 0.078690 0.114785 0.181980 0.320961 0.655246 1.899532
2025-08-17 0.052606 0.074344 0.109178 0.174788 0.312906 0.654672 2.002336
2025-08-24 0.050213 0.071434 0.105806 0.171526 0.313062 0.676598 2.227309
2025-08-31 0.048460 0.069460 0.103894 0.170878 0.319017 0.716780 2.587984
2025-09-07 0.047159 0.068149 0.103028 0.172179 0.329704 0.774675 3.130984
2025-09-14 0.044628 0.064686 0.098178 0.165051 0.319088 0.762720 3.225511
2025-09-21 0.042550 0.061893 0.094383 0.159804 0.312528 0.762882 3.415251
2025-09-28 0.040852 0.059670 0.091494 0.156211 0.309694 0.775235 3.725035
2025-10-05 0.040404 0.059528 0.092339 0.160468 0.327603 0.866885 4.919915
2025-10-12 0.040109 0.059628 0.093620 0.165778 0.349350 0.983834 6.862723